Yonggan Fu
- Small Language Models are the Future of Agentic AI
2025/06/02 by Peter Belcak, Greg Heinrich, Belcak, Peter +13 · 47 voices · 111 citations
Computer Science · #Multi-Agent Systems and Negotiation #cs.AI
- TiDAR: Think in Diffusion, Talk in Autoregression
2025/11/12 by Jingyu Liu, Xin Dong, Liu, Jingyu +15 · 8 voices · 5 citations
Computer Science · #Parallel Computing and Optimization Techniques #Natural Language Processing Techniques #Generative Adversarial Networks and Image Synthesis
- Hymba: A Hybrid-head Architecture for Small Language Models
2024/11/20 by Xin Luna Dong, Xin Dong, Dong, Xin +25 · 7 voices · 15 citations
Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL #cs.LG
- ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
2025/11/26 by Hongjin Su, Shizhe Diao, Su, Hongjin +29 · 4 voices · 4 citations
#cs.CL #cs.AI #cs.LG #cs.MA
- HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark
2021/03/19 by Chaojian Li, Zhongzhi Yu, Li, Chaojian +15 · 9 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration
2024/06/22 by Zhongzhi Yu, Zheng Wang, Yu, Zhongzhi +9 · 15 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models
2023/09/19 by Yonggan Fu, Fu, Yonggan, Yongan Zhang +13 · 12 citations
Computer Science · Engineering · Materials Science · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Software Engineering Research
- Drawing Early-Bird Tickets: Towards More Efficient Training of Deep Networks
2019/09/26 by Haoran You, You, Haoran, Chaojian Li +15 · 6 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
- MG-Verilog: Multi-grained Dataset Towards Enhanced LLM-assisted Verilog Generation
2024/07/02 by Yong-An Zhang, Zhongzhi Yu, Zhang, Yongan +7 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI
2024/01/02 by Zishen Wan, Wan, Zishen, Che-Kai Liu +17 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Neural Networks and Applications
- Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks
2021/10/26 by Yonggan Fu, Fu, Yonggan, Qixuan Yu +11 · 3 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Patch-Fool: Are Vision Transformers Always Robust Against Adversarial Perturbations?
2022/03/16 by Yonggan Fu, Shunyao Zhang, Fu, Yonggan +7 · 3 citations
Computer Science · Social Sciences · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Ethics and Social Impacts of AI #FOS: Computer and information sciences
- LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field Enlargement
2025/04/22 by Zhifan Ye, Kejing Xia, Ye, Zhifan +16 · 8 citations
Computer Science · #Music Technology and Sound Studies
- DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks
2022/06/02 by Yonggan Fu, Haichuan Yang, Fu, Yonggan +13 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-time Mobile Telepresence
2023/04/24 by Yonggan Fu, Fu, Yonggan, Yuecheng Li +11 · 2 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Virtual Reality Applications and Impacts
- NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations
2023/06/10 by Yonggan Fu, Fu, Yonggan, Ye Yuan +9 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis
- AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks
2020/06/15 by Yonggan Fu, Wuyang Chen, Fu, Yonggan +9 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Towards Efficient Neuro-Symbolic AI: From Workload Characterization to Hardware Architecture
2024/09/20 by Zishen Wan, Wan, Zishen, Che-Kai Liu +29 · 3 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Neural Networks and Applications #Parallel Computing and Optimization Techniques
- Early-Bird GCNs: Graph-Network Co-Optimization Towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets
2021/03/01 by Haoran You, Zhihan Lü, You, Haoran +7 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- G-CoS: GNN-Accelerator Co-Search Towards Both Better Accuracy and Efficiency
2021/09/18 by Yongan Zhang, Zhang, Yongan, Haoran You +9 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Topic Modeling
- i-FlatCam: A 253 FPS, 91.49 μJ/Frame Ultra-Compact Intelligent Lensless Camera for Real-Time and Efficient Eye Tracking in VR/AR
2022/06/15 by Yang Zhao, Zhao, Yang, Ziyun Li +21 · 1 citation
Engineering · #Advanced Optical Imaging Technologies #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Image Processing Techniques and Applications #Optical Coherence Tomography Applications
- Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
2025/12/23 by NVIDIA, :, Aaron Blakeman +623 · 1 voice · 2 citations
#cs.CL #cs.AI #cs.LG
- Master-ASR: Achieving Multilingual Scalability and Low-Resource Adaptation in ASR with Modular Learning
2023/06/23 by Zhongzhi Yu, Yang Zhang, Yu, Zhongzhi +7 · 1 citation
Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Speech and Audio Processing